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eess.IV2022★ 1 cited
Single-Image HDR Reconstruction by Multi-Exposure Generation
Phuoc-Hieu Le, Quynh Le, Rang Nguyen +1
High dynamic range (HDR) imaging is an indispensable technique in modern photography. Traditional methods focus on HDR reconstruction from multiple images, solving the core problem…
eess.IV2022★ 2 cited
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation
Tan Nguyen, Binh-Son Hua, Ngan Le
Medical image segmentation has been so far achieving promising results with Convolutional Neural Networks (CNNs). However, it is arguable that in traditional CNNs, its pooling laye…
eess.IV2022
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data
Minh Tran, Loi Ly, Binh-Son Hua +1
Capsule network is a recent new deep network architecture that has been applied successfully for medical image segmentation tasks. This work extends capsule networks for volumetric…